Projects

Selected work

A curated set of projects built outside full-time roles, spanning backend systems, applied AI platforms, database-driven applications, and production debugging tools.

BACKEND ENGINEERING · DISTRIBUTED SYSTEMS · AI INFRASTRUCTURE

AI Incident Commander

An autonomous production debugging platform that analyzes distributed service logs, reconstructs cascading failures, estimates blast radius, classifies incident severity, and generates safe remediation plans.

Key features

  • Multi-file log correlation across distributed services
  • SEV-1 to SEV-4 severity classification
  • Evidence-based reliability and confidence scoring
  • Real-time streaming analysis with Server-Sent Events
  • Markdown/PDF postmortem exports and remediation sandbox
FastAPINext.jsTypeScriptLangGraphDockerGitHub ActionsRenderVercelSSE

BACKEND ENGINEERING · FINTECH · DATABASE SYSTEMS

Trade Order Management System

A Java Spring Boot backend system for managing portfolio-based trade workflows, including order creation, validation, execution, cancellation, transaction history, and structured API error handling.

Key features

  • REST APIs for portfolios, holdings, trade orders, and transactions
  • BUY and SELL order lifecycle with PENDING, VALIDATED, EXECUTED, REJECTED, and CANCELLED states
  • Service-layer validation for cash balance, holdings availability, and invalid state transitions
  • Transaction history with filtering by portfolio, order, symbol, and transaction type
  • Structured global exception handling for validation errors, missing resources, and invalid order states
  • Automated JUnit test coverage for trade workflows, transaction creation, filtering, and error responses
JavaSpring BootPostgreSQLJPAREST APIsJUnitDockerMaven

Applied AI · Healthcare · Backend

AI-Powered Patient Intake & Clinical Notes

A HIPAA-aware clinical workflow MVP that captures patient intake data and audio, transcribes clinical narratives, generates structured notes, and organizes outputs under a patient record.

Key features

  • Patient intake for vitals, symptoms, history, medications, and allergies
  • Browser-based audio capture with secure cloud upload
  • Asynchronous transcription and AI-generated clinical summaries
  • Unified patient record across intake, transcript, notes, and recommendations
  • Security-focused design: encrypted storage, pre-signed uploads, least-privilege access
DjangoDRFPostgreSQLAmazon S3AWS TranscribeAmazon BedrockReact

Backend Engineering · Database Systems

WolfMedia — Media Streaming Service

A database-backed media streaming service modeled after Spotify and Apple Music, focused on relational data modeling and backend administration workflows.

Key features

  • Relational schema for music and podcast entities
  • Songs, artists, bands, composers, labels, podcasts, hosts, episodes, and guests
  • Backend logic for streaming service administration
  • ER diagram and schema-driven implementation
  • Java-based database operations using JDBC
JavaSQLJDBCRelational Database Design